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SequentialFeatureSelector — scikit-learn ...
dtype=bool The mask of selected features. See also...input_features = None ) [source] # Mask feature names according to selected...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SequentialFeatureSelector.html -
SelectKBest — scikit-learn 1.8.0 document...
input_features = None ) [source] # Mask feature names according to selected...array-like, then input_features must match feature_names_in_ if feature_names_in_...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectKBest.html -
GenericUnivariateSelect — scikit-learn 1....
input_features = None ) [source] # Mask feature names according to selected...array-like, then input_features must match feature_names_in_ if feature_names_in_...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.GenericUnivariateSelect.html -
RFE — scikit-learn 1.8.0 documentation
) The mask of selected features. See also...input_features = None ) [source] # Mask feature names according to selected...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFE.html -
Release Highlights for scikit-learn 1.7 —...
all steps must define `fit`. All non-last steps must also define...all steps must define `fit`. All non-last steps must also define...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_7_0.html -
RFECV — scikit-learn 1.8.0 documentation
The support is the mask of selected features. Added...ndarray of shape (n_features,) The mask of selected features. See also...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFECV.html -
partial_dependence — scikit-learn 1.8.0 d...
boolean array-like: boolean mask of shape (n_features,) indicating...extreme values for the grid. Must be in [0, 1]. This parameter...scikit-learn.org/stable/modules/generated/sklearn.inspection.partial_dependence.html -
Post-tuning the decision threshold for cost-sen...
Must be strictly greater than 1....reserved for missing values. Must be no larger than 255. 255 ...scikit-learn.org/stable/auto_examples/model_selection/plot_cost_sensitive_learning.html -
ColumnTransformer — scikit-learn 1.8.0 do...
‘passthrough’} or estimator Estimator must support fit and transform ....remainder estimator. The estimator must support fit and transform ....scikit-learn.org/stable/modules/generated/sklearn.compose.ColumnTransformer.html -
Balance model complexity and cross-validated sc...
cv_results : dict of numpy(masked) ndarrays See attribute cv_results_...cv_results : dict of numpy(masked) ndarrays See attribute cv_results_...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_refit_callable.html